logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Unlocking deep eutectic solvent knowledge through a large language model-driven framework and an interactive AI agent

delete2025-06-06
delete0
delete
OA
AI
X
Xiting Peng
Y
Yi Shen Tew
K
Kai Zhao
C
Chi Wang
R
Ren’ai Li
胡
胡山鹰 (Shanying Hu)
王
王笑楠 (Xiaonan Wang) *
DOI：10.1016/j.gce.2025.05.006delete
delete原文链接
delete分享
delete收藏
查看原文
摘要

摘要

En 中文
• 开发了一个由LLM驱动的框架，用于自动化提取DES相关数据。 • 从14,602篇文章中成功提取了34,027条记录和9,215种独特配方，准确率超过90%。 • 集成了一个AI代理与基于图的检索系统，以实现交互式查询。 • 构建了一个结构化的DES知识库，以加速绿色化学中的配方发现。
Keyword:
Artificial intelligence
Large language model
Deep eutectic solvents
Text mining
AI总结

AI总结

对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

Green Chemical Engineering 封面图
Green Chemical Engineering
IF:
7.6
论文数:
358
被引数:
1.5K

机构

T
tsinghua university
学者数:
11.9W
论文数: 10.0W
被引数: 137
N
Nanjing Forestry University
学者数:
2.0W
论文数: 1.6W
被引数: 3.2W
引用论文

引用论文

Machine Learning for Predicting and Optimizing Physicochemical Properties of Deep Eutectic Solvents: Review and Perspectives
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-12-19
err2
PREAI
errLopez-Flores, Francisco Javier; Ramirez-Marquez, Cesar; Gonzalez-Campo, J. Betzabe; Ponce-Ortega, Jose Maria
err分享
err收藏
Deep eutectic solvents as green solvents for materials preparation低共熔溶剂作为材料制备的绿色溶剂
errGREEN CHEMISTRY
IF9.2
err2024-01-01
err9
PREAI
errYu, Dongkun; Jiang, Depeng; Xue, Zhimin; Mu, Tiancheng
err分享
err收藏
Highly Ionic Conductive and Transparent Self-Healing Lithium Salt Elastomers Based on Eutectic Strategy
errCHEMISTRY OF MATERIALS
IF7
err2022-11-22
err15
PREAI
errDing, Peng; Zhao, Kai; Li, Ren'ai; Sang, PeiSen; Liang, Xiaoxin; Zhang, Kaili; Liu, Xue; Chen, Guangxue; He, Minghui
err分享
err收藏
Viscosity of deep eutectic solvents: Predictive modeling with experimental validation深共晶溶剂的粘度：具有实验验证的预测建模
errFluid Phase Equilibria
IF0
err2025-01-01
err0
PREAI
errDmitriy M. Makarov; Arkadiy M. Kolker
err分享
err收藏
Phenolic hydrogen bond donors in the formation of non-ionic deep eutectic solvents: the quest for type V DES非离子低共熔溶剂形成中的酚氢键供体: 寻求v型DES
errCHEMICAL COMMUNICATIONS
IF4.2
err2019-01-01
err321
errOAAI
errAbranches, Dinis O.; Martins, Monia A. R.; Silva, Liliana P.; Schaeffer, Nicolas; Pinho, Simao P.; Coutinho, Joao A. P.
err分享
err收藏
Deep eutectic solvent viscosity prediction by hybrid machine learning and group contribution
errJOURNAL OF MOLECULAR LIQUIDS
IF5.2
err2023-10-01
err17
errOAAI
errRoosta, Ahmadreza; Haghbakhsh, Reza; Duarte, Ana Rita C.; Raeissi, Sona
err分享
err收藏
Accurate Machine Learning for Predicting the Viscosities of Deep Eutectic Solvents用于预测低共熔溶剂粘度的精确机器学习
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-02-22
err16
PREAI
errMohan, Mood; Jetti, Karuna Devi; Smith, Micholas Dean; Demerdash, Omar N.; Kidder, Michelle K.; Smith, Jeremy C.
err分享
err收藏
From text to insight: large language models for chemical data extraction
errChemical Society Reviews
IF0
err2025-01-01
err0
errOAAI
errMara Schilling-Wilhelmi; Martiño Ríos-García; Sherjeel Shabih; María Victoria Gil; Santiago Miret; Christoph T. Koch; José A. Márquez; Kevin Maik Jablonka
err分享
err收藏
Integrating chemistry knowledge in large language models via prompt engineering通过提示工程将化学知识整合到大型语言模型中
errSynthetic and Systems Biotechnology
IF0
err2025-01-01
err0
errOAAI
errHongxuan Liu; Haoyu Yin; Zhiyao Luo; Xiaonan Wang
err分享
err收藏
Harnessing Large Language Models to Collect and Analyze Metal-Organic Framework Property Data Set利用大型语言模型收集和分析金属-有机框架性质数据集
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2025-01-21
err4
PREAI
errLee, Wonseok; Bae, Taeun; Han, Seunghee; Jang, Huiwon
err分享
err收藏
学者 查看更多内容